CN108920695A - A kind of data query method, apparatus, equipment and storage medium - Google Patents
A kind of data query method, apparatus, equipment and storage medium Download PDFInfo
- Publication number
- CN108920695A CN108920695A CN201810771160.4A CN201810771160A CN108920695A CN 108920695 A CN108920695 A CN 108920695A CN 201810771160 A CN201810771160 A CN 201810771160A CN 108920695 A CN108920695 A CN 108920695A
- Authority
- CN
- China
- Prior art keywords
- file
- data block
- filter
- data
- result
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Landscapes
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The invention discloses a kind of data query method, apparatus, equipment and storage mediums.Wherein, this method includes：Filter condition is generated according to data inquiry request, and obtains the file destination in database；Determine that the target data block influenced in file destination by the second delta file, the second delta file are the delta file for including modification operation information；The data block in file destination in addition to target data block is filtered according to filter condition, obtains filter result；It to the file in target data block and database in addition to file destination, is directly read out, obtains reading result；It is for re-filtering to filter result and reading result according to filter condition, generate final query result.The technical solution of the embodiment of the present invention can be filtered file according to modification operation information in the reading document stage of data query, while guaranteeing the correctness of query result, reduce unnecessary reading data, improve query performance.
Description
Technical field
The present embodiments relate to data processing technique more particularly to a kind of data query method, apparatus, equipment and storage
Medium.
Background technique
A kind of common storage mode of transaction table is increment storage in distributed data base.The data of original version store
In basic document.The additions and deletions of transaction operation change relevant data each time, and an increment text can be stored in as new version
In part.When reading a line in transaction table, need to merge the data of all versions to obtain the reality of the current line in transaction table
Border content.Therefore, database first reads the institute of each basic document and delta file in the inquiry request for detecting user
There is content.Then result is filtered according to the filter condition that the inquiry request of user generates, filtering is unsatisfactory for filter condition
Data, generate user need result.In query process, it will do it a large amount of unnecessary reading data, reduce data
The query performance in library.
In the prior art, in data base querying, common performance boost mode be read file content stage into
Row filtering.It is commonly divided into two kinds of filter types：1) monolith filters, and 2) it filters line by line.One file can be divided into multiple data blocks,
Each data block includes multirow again.It would generally preferentially attempt to filter out monolith, use the overall condition for describing each data block
Statistical information, to judge the value of filter condition.If the value of filter condition is false, then it represents that there is no row to meet in block
Filter condition can ignore this data block；If the value of filter condition is possible to be true, then it represents that may have in block and meet item
The row of part needs to read this data block.Using filtering line by line in the data block that cannot ignore, first read in a line with filtering
Content on the relevant data column of condition, for judging whether filter condition meets, to determine that this line can be ignored.
In the implementation of the present invention, there are following defects for the discovery prior art by inventor：Due in delta file
Content only indicates the information of current version, cannot be confirmed whether the presence and content that there are other versions.When being inquired, need
Basic document and the delta file of all versions are merged by internal line number, generate the actual content of every row transaction table.Such as
Filter condition is directly acted directly on the stage for reading the content of each basic document and delta file by fruit, will be unable to confirm
The actual content of every row transaction table, may generation error query result.
Summary of the invention
The present invention provides a kind of data query method, apparatus, equipment and storage medium, can be in the reading text of data query
The part stage is filtered according to the file information, while guaranteeing the correctness of query result, reduce unnecessary reading data and
Union operation improves query performance.
In a first aspect, the embodiment of the invention provides a kind of data query methods, including：
When detecting data inquiry request, filter condition is generated according to data inquiry request, and obtain in database
File destination, wherein file destination includes basic document or basic document and the first delta file；First delta file is
It only include the delta file for increasing operation information；
Determine the target data block influenced in file destination by the second delta file, the second delta file be include modification
The delta file of operation information；
The data block in file destination in addition to target data block is filtered according to filter condition, obtains filtering knot
Fruit；It to the file in target data block and database in addition to file destination, is directly read out, obtains reading result；
It is for re-filtering to filter result and reading result according to filter condition, generate final query result.
Second aspect, the embodiment of the invention also provides a kind of data query devices, including：
File destination obtains module, for being generated according to the data inquiry request when detecting data inquiry request
Filter condition, and obtain the file destination in database, wherein file destination includes basic document or basic document and
One delta file；First delta file is the delta file for only including increase operation information；
Coverage determining module, for determining the target data influenced in the file destination by the second delta file
Block, the second delta file are the delta file for including modification operation information；
File filter module, for according to the filter condition in the file destination in addition to the target data block
Data block be filtered, obtain filter result；To in the target data block and database in addition to the file destination
File is directly read out, and obtains reading result；
Query result generation module, for being carried out according to the filter condition to the filter result and the reading result
It filters again, generates final query result.
The third aspect, the embodiment of the invention also provides a kind of equipment, including：
One or more processors；
Storage device, for storing one or more programs；
When one or more programs are executed by one or more processors, so that one or more processors realize the present invention
Data query method provided by embodiment.
Fourth aspect, the embodiment of the invention also provides a kind of computer readable storage mediums, are stored thereon with computer
Program realizes data query method provided by the embodiment of the present invention when computer program is executed by processor.
The technical solution of the embodiment of the present invention, by determining the number of targets influenced in file destination by the second delta file
According to block, the second delta file is the delta file for including modification operation information；According to filter condition in file destination remove target
Data block except data block is filtered, and obtains filter result；To in target data block and database in addition to file destination
File, be directly read out, obtain read result；The filter result and the reading result are carried out according to filter condition
Filter again, generate final query result, can data query reading document stage according to modification operation information to file
It is filtered, while guaranteeing the correctness of query result, reduces unnecessary reading data, improve query performance.
Detailed description of the invention
Fig. 1 is a kind of flow chart of data query method provided in an embodiment of the present invention；
Fig. 2 is a kind of schematic diagram of data query process of the prior art；
Fig. 3 is a kind of flow chart of data filtering method of the prior art；
Fig. 4 is a kind of schematic diagram of data query process that the data filtering method using the prior art is filtered；
Fig. 5 is a kind of schematic diagram of data query process using data query method provided in an embodiment of the present invention；
Fig. 6 is a kind of flow chart of data query method provided in an embodiment of the present invention；
Fig. 7 is a kind of flow chart of the data filtering method applied to data query process provided in an embodiment of the present invention；
Fig. 8 is a kind of structural block diagram of data query device provided in an embodiment of the present invention；
Fig. 9 is a kind of structural schematic diagram of equipment provided in an embodiment of the present invention.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention rather than limiting the invention.It also should be noted that in order to just
Only the parts related to the present invention are shown in description, attached drawing rather than entire infrastructure.
Fig. 1 is a kind of flow chart of data query method provided in an embodiment of the present invention, and the method is applicable to use
The case where database that increment storage mode carries out data storage carries out data query, wherein the database can include at least
Basic document and the delta file comprising modifying operation information.This method can be executed by data query device, described device
It is executed by software and/or hardware, and can be generally integrated in data query equipment.Data query equipment includes but is not limited to
Computer etc..
As shown in Figure 1, technical solution provided in an embodiment of the present invention specifically comprises the following steps：
Step 101, when detecting data inquiry request, filter condition is generated according to data inquiry request, and obtains number
According to the file destination in library, wherein file destination includes basic document or basic document and the first delta file；First increases
Measuring file to be only includes the delta file for increasing operation information.
Wherein, the data that the table of data storage is carried out using increment storage mode are stored in basic document and delta file
In.Basic document is the file for saving the initial data of database.For example, as shown in Fig. 2, basic document 201 includes 4 rows
Initial data.Delta file can save the related data of transaction operation, and transaction operation is the operation carried out to initial data,
In, initial data can be stored in basic document and delta file.Transaction operation type include increase operation, delete operation and
Modification operation.Increase operation and refers to the transaction operation for increasing new initial data on the basis of initial data.Delete operation is
Refer to the transaction operation for deleting initial data.Modification operation refers to the transaction operation of modification initial data.Increase operation each time, delete
Except the relevant data of operation and modification operation, i.e. increase operation information, delete operation information and modification operation information, can all make
It is stored in a corresponding delta file for new version.For example, as shown in Fig. 2, No. 1 delta file 202 is saved to base
The delete operation information of plinth file 201：Delete the data line that internal line number is 3 in basic document 201.No. 2 delta files 203
Save the increase operation information to basic document 201：Increase the data line that internal line number is 5 and the data that internal line number is 6
Row.No. 3 delta files 204 save the modification operation information to basic document 201：It is 2 by line number internal in basic document 201
The corresponding achievement of data line be changed to " C ", the corresponding achievement of data line that line number internal in No. 2 delta files 203 is 6 is changed to
“E”。
One delta file stores the relevant data of a transaction operation.One delta file may be grasped comprising a variety of affairs
Make type.The additions and deletions of transaction operation change relevant data each time, can be stored in a delta file as new version.?
When reading a line in transaction table, need to be obtained in the reality of the current line in transaction table according to internal line number and version information
Hold.The every data line stored in basic document and delta file can all have unique internal line number.Internal line number represents data
The number mark used inside library, uniquely indicates a line, and the data obtained after the data of all versions merge do not include inside
Line number.In addition, internal line number is concept in logic, might not be indicated by a column physically, it is also possible to by multiple
The value of different types of data is composed.Version information includes reference number of a document.Each basic document and delta file can
There is unique reference number of a document.Reference number of a document is used to react the sequencing of transaction operation, i.e. each basic document and increment text
The version number of part.
One delta file stores the relevant data of a transaction operation, may include a variety of transaction operation types.It is optional
, delete operation information and modification operation information can not need to store not comprising the information of redundancy, such as delete operation information
The content of each column for the initial data deleted, modification operation information only can be updated the interior of column comprising initial data
Hold.This is a kind of implementation, and delete operation information and modification operation information also may include all of corresponding initial data
Information does not influence use of the invention.
Database generates filter condition, and reading pair in the inquiry request for detecting user, according to data inquiry request
Each basic document of table and the file content or statistical information of delta file are answered, according to each basic document and increment text
The file content or statistical information of part obtain the file destination in database, wherein file destination includes basic document, Huo Zheji
Plinth file and the first delta file.First delta file refer to including increase operation information, and do not include delete operation information and
Modify the delta file of operation information.That is the corresponding transaction operation of the first delta file includes increase operation, and does not include deleting
Operation and modification operation.For example, as shown in Fig. 2, No. 2 delta files 203 are the first delta file.No. 2 delta files 203 only wrap
Increase operation information is included, and does not include delete operation information and modification operation information.
Specifically, generating filter condition according to data inquiry request, and according to default when detecting data inquiry request
Sequence obtains and correspond to each file of table in database, reading file content or statistical information, judge file whether based on
File or the first delta file.If file is basic document, it is determined that file is file destination；If file is the first increment text
Part, it is determined that file is file destination；If file is not basic document or the first delta file, it is determined that file is not target text
Part, to obtain the file destination in database.
The statistical information of each basic document and delta file includes the Global Information of respective file.Statistical information is several
According to library store in the common method that improves efficiency.It can not have to practical reading file content using statistical information, that is, can be appreciated that text
A part of Global Information of part.Information in statistical information can be configured according to business demand.Optionally, statistical information is logical
It often include the relevant information of data filtering.For example, in file certain column data maximum value and minimum value, the grand mistake of the cloth of certain column data
Filter information and the data dictionary content of certain column data.
Step 102 determines that the target data block influenced in file destination by the second delta file, the second delta file are
Delta file including modifying operation information.
Wherein, the second delta file is the delta file for including modification operation information.Modification operation refers to modification original number
According to transaction operation.As long as in delta file including the modification operation information to basic document or delta file, as second increases
Measure file.For example, as shown in Fig. 2, No. 3 delta files 204 save the modification operation information to basic document 201：It will be basic
The corresponding achievement of data line that internal line number is 2 in file 201 is changed to " C ", is 6 by line number internal in No. 2 delta files 203
The corresponding achievement of data line is changed to " E ".No. 3 delta files 204 are the second delta files.No. 1 delta file 202 and No. 2 increment
File 203 does not include the modification operation information to basic document 201 or other delta files, is not the second delta file.
Target data block refers to the data block that needs are modified.Database is read every in the inquiry request for detecting user
The file content or statistical information of one basic document and delta file obtain number according to the file content of file or statistical information
The data that needs are modified can be determined according to the second delta file in library, and according to the modification operation information in the second delta file
The inside line number of block.The data block influenced in file destination by the second delta file is the data for needing to modify in file destination
Block, i.e. target data block.According to data corresponding to the file content of file destination or the available file destination of statistical information
The inside line number of block, the inside line number for the file then modified as needed, determine data block in file destination whether by
Second delta file influences.If inside line number corresponding to the data block of file destination is in the inside line number for the file for needing to modify
It in range, indicates that the data block is influenced by the second delta file, is the mesh influenced in file destination by the second delta file
Mark data block；If not in the inside line number range for the file for needing to modify in inside line number corresponding to the data block of file destination
It is interior, it indicates that the data block is not influenced by the second delta file, is not the mesh influenced in file destination by the second delta file
Mark data block.
In a specific embodiment of the invention, optionally, which further includes：When detecting database
It is middle there are when at least one second delta file, obtain the statistical information of at least one the second delta file, statistical information includes
The maximum value and minimum value of the inside line number for the data block for needing to modify；For each the second delta file, according to internal rows
Number maximum value and minimum value determine the inside line number range that corresponding with filter condition data arrange；According to each the second increment
The corresponding internal line number range of file, determines the inside line number total size of filter condition corresponding data column.Wherein, according to file
File content or statistical information obtain the second delta file in database, and operate letter according to the modification in the second delta file
Breath can determine the inside line number for the file that needs are modified.Specifically, when detecting that there are at least one the second increasings in database
When measuring file, the statistical information of at least one the second delta file is obtained, statistical information includes the interior of the data block for needing to modify
The maximum value and minimum value of portion's line number.Filter condition is generated according to data inquiry request, determines the corresponding data column of filter condition.
For example, filter condition is " achievement C ", it is determined that the corresponding data of filter condition are classified as " achievement ".Include in statistical information
In the maximum value and minimum value of the inside line number for the file for needing to modify, inside corresponding with filter condition corresponding data column is determined
The maximum value and minimum value of line number are determined and are needed in the data block for needing to modify in the second delta file to filter condition pair
The maximum value and minimum value of the inside line number for the data block for answering data column to modify, for example, filter condition corresponding data is classified as
" achievement ", it is determined that the data block that the needs in data block for needing to modify in the second delta file modify to " achievement "
The maximum value and minimum value of internal line number, so that it is determined that the internal rows that data corresponding with filter condition arrange in the second delta file
Number range.For example, database includes two the second delta files.Determine that the corresponding data of filter condition are classified as " achievement ".One
The maximum value of internal line number corresponding with " achievement " is 6 in second delta file, minimum value 2.In another delta file with
The maximum value of " achievement " corresponding internal line number is 9, minimum value 5.Corresponding inside is arranged according to the corresponding data of filter condition
The maximum value and minimum value of line number determine internal line number range [2,6] and [5,9].Then according to each the second delta file pair
The inside line number range answered determines that the inside line number total size of filter condition corresponding data column is [2,9].
In a specific embodiment of the invention, optionally, determining in file destination is influenced by the second delta file
Target data block, including：Data block corresponding with internal line number total size is determined from file destination, using data block as mesh
Mark the corresponding target data block of file.
Wherein, if indicating the data including inside line number corresponding to the data block of file destination in portion's line number total size
Block is influenced by the second delta file, is the target data block influenced in file destination by the second delta file；If target is literary
In inside line number corresponding to the data block of part not in internal line number total size, indicate the data block not by the second increment text
Part influences, and is not the target data block influenced in file destination by the second delta file.For example, internal line number total size is
[2,9].Inside line number corresponding to file destination is 2,4 and 11, then data block where the data line that internal line number is 2 and
Data block where the data line that internal line number is 4 is the target data block influenced by the second delta file.File destination institute
Corresponding internal line number is 10 and 11, then the target data block not influenced by the second delta file in file destination.
In a specific embodiment of the invention, optionally, which further includes：When detecting database
It is middle there are when at least one second delta file, obtain the file content of at least one the second delta file；For each
Two delta files determine the inside line number of filter condition corresponding data column according to file content；According to each second increment text
The corresponding internal line number of part determines the inside line number set of filter condition corresponding data column.
Wherein, when detecting in database there are when at least one second delta file, at least one second increment is obtained
The file content of file.File content includes modification operation information, can be determined according to the modification operation information in file content
The inside line number for the data line that each corresponding needs of second delta file are modified.For each the second delta file, root
The inside line number for needing the data line modified is determined according to file content.Filter condition is generated according to data inquiry request, was determined
The corresponding data column of filter condition.For example, filter condition be " achievement C ", it is determined that the corresponding data of filter condition be classified as " at
Achievement ".In determining the inside line number for needing the data line modified according to file content, determining and filter condition corresponding data column
Internal line number determines the internal rows for needing to arrange filter condition corresponding data the data line modified in the second delta file
Number, for example, filter condition corresponding data is classified as " achievement ", it is determined that need to modify to " achievement " in the second delta file
The inside line number of data line, so that it is determined that the inside line number set that filter condition corresponding data arranges in the second delta file.For example,
Database includes two the second delta files.In one the second delta file filter condition corresponding data arrange inside line number be 2,
3 and 6.The inside line number that filter condition corresponding data arranges in another second delta file is 5,7 and 9.According to each second
The corresponding internal line number of delta file, determines the inside line number set { 2,3,5,6,7,9 } of filter condition corresponding data column.
In a specific embodiment of the invention, optionally, determining in file destination is influenced by the second delta file
Target data block, including：Data block corresponding with internal line number set is determined from file destination, using data block as target
The corresponding target data block of file.
Wherein, from data block corresponding with element in internal line number set determining in file destination.If having in file destination
The inside line number of data block is corresponding with element in internal line number set, it is determined that the data block is to be increased in file destination by second
Measure the target data block that file influences；If there is no element pair in the inside line number of data block and internal line number set in file destination
It answers, it is determined that the target data block not influenced by the second delta file in file destination.For example, internal line number total size is
{2,3,5,6,7,9}.Inside line number corresponding to file destination is 2,4 and 11, then the number where the data line that internal line number is 2
It is the target data block influenced by the second delta file according to block.Inside line number corresponding to file destination is 10 and 11, then mesh
The target data block not influenced by the second delta file in mark file.
Step 103 is filtered the data block in file destination in addition to target data block according to filter condition, obtains
Filter result；It to the file in target data block and database in addition to file destination, is directly read out, obtains reading knot
Fruit.
Wherein, the process data block in file destination in addition to target data block being filtered according to filter condition with
The process that file in target data block and database in addition to file destination is directly read out can be carried out simultaneously.
When detecting data inquiry request, filter condition is generated according to data inquiry request.What is modified as needed
The inside line number of data block determines in the target data block and file destination influenced in file destination by the second delta file
After data block in addition to target data block, for the data block in file destination in addition to target data block, according to filtering rod
Part is filtered, and ignores the data block for being unsatisfactory for filter condition, is read the data block for meeting filter condition, is obtained filter result.
For example, filter condition is " achievement C ", ignore in the data block in file destination in addition to target data block " achievement is not C "
Data block, read the data block of " achievement C " in data block in addition to target data block in file destination, obtain filtering knot
Fruit.
In a specific embodiment of the invention, optionally, according to filter condition to removing number of targets in file destination
Before being filtered according to the data block except block, further include：When detecting that filter condition contains at least two sub- filter condition,
Filter condition is split into at least two sub- filter conditions according to the logical relation of filter condition；According to filter condition to target text
Data block in part in addition to target data block is filtered, and is filtered as a result, including：According at least two sub- filter conditions
Data block in file destination in addition to target data block is filtered, filter result is obtained；According to filter condition to filtering
As a result for re-filtering with reading result, final query result is generated, including：According at least two sub- filter conditions to filtering
As a result for re-filtering with reading result, generate final query result.
Wherein, it may include logical relation in the filter condition generated according to data inquiry request.Logical relation include with
Or relationship.For example, filter condition is that achievement is C and class is 2 classes.Filter condition is that achievement is C or achievement is B.According to mistake
Filter condition is filtered the data block in file destination in addition to target data block, before obtaining filter result, when detecting
When filter condition contains at least two sub- filter condition, filter condition is split at least two according to the logical relation of filter condition
A sub- filter condition.For example, filter condition is that achievement is C or achievement is B.Filter condition is split into sub- filter condition：Achievement
For C, achievement B.
Monolith mistake is carried out to the data block in file destination in addition to target data block according at least two sub- filter conditions
It filters and/or filters line by line, obtain filter result.According at least two sub- filter conditions in file destination remove target data block it
Outer data block carries out monolith filtering, including：It obtains each except the data block in file destination in addition to target data block
The statistical information of a data block, judges whether data block meets at least two sub- filter conditions according to statistical information respectively, ignores
It is unsatisfactory for the data block of sub- filter condition, the data block for meeting sub- filter condition is read, obtains and at least two sub- filter conditions
Then corresponding filter result is tied filtering corresponding at least two sub- filter conditions according to the logical relation in filter condition
Fruit combines, and obtains the filter result of data block.
Mistake line by line is carried out to the data block in file destination in addition to target data block according at least two sub- filter conditions
Filter, including：The file content for obtaining each data line of the data block in file destination in addition to target data block, according to text
Part content judges whether data block meets at least two sub- filter conditions respectively, ignores the data block for being unsatisfactory for sub- filter condition,
It reads and meets the data block of sub- filter condition, filter result corresponding at least two sub- filter conditions is obtained, then according to mistake
Logical relation in filter condition combines filter result corresponding at least two sub- filter conditions, obtains the mistake of data line
Filter result.
According at least two sub- filter conditions to the data block in file destination in file destination in addition to target data block
Carrying out monolith filtering and filtering line by line includes：The statistical information of the data block in file destination in addition to target data block is obtained,
Judge whether data block meets at least two sub- filter conditions according to statistical information, ignores and be unsatisfactory at least two sub- filter conditions
Data block, for meet at least two sub- filter conditions data block, obtain meet at least two sub- filter conditions data
The file content of each data line of block judges whether data line meets at least two sub- filter conditions according to file content,
Ignore the data line for being unsatisfactory at least two sub- filter conditions, reads the data line for meeting at least two sub- filter conditions, obtain
Corresponding filter result.
Filter condition only is used to the data block of file destination, because：Delete operation indicates to delete certain row data, modification behaviour
The information for making information only and include the data for some type modified, filters out delete operation information and modification operation information may
It will lead to the content of Current transaction table obtained after filtering and the actual content of Current transaction table be not inconsistent, so as to cause query result
Mistake.
Wherein, to the file in target data block and database in addition to file destination, ignore filter condition, directly carry out
It reads, obtains reading result.
Step 104, generation final inquiry knot for re-filtering to filter result and reading result according to filter condition
Fruit.
Wherein, for re-filtering to filter result obtained above and reading result according to filter condition, ignore discontented
The data of sufficient filter condition read the data for meeting filter condition, generate final query result.
A kind of data query method provided in this embodiment is influenced by determining in file destination by the second delta file
Target data block, the second delta file be include modify operation information delta file；According to filter condition to file destination
In data block in addition to target data block be filtered, obtain filter result；To in target data block and database remove target
File except file, is directly read out, and obtains reading result；According to filter condition to the filter result and the reading
As a result for re-filtering, final query result is generated, can be believed in the reading document stage of data query according to modification operation
Breath is filtered file, while guaranteeing the correctness of query result, reduces unnecessary reading data, improves inquiry property
Energy.
Fig. 2 is a kind of schematic diagram of data query process of the prior art.As shown in Fig. 2, when detecting that data query is asked
When asking, the delta file 203 of delta file 202,2 of basic document 201,1 and No. 3 delta files 204 in reading database.
It is obtained after being read out to the delta file 203 of delta file 202,2 of basic document 201,1 and No. 3 delta files 204
As a result 205.Filter condition is generated according to data inquiry request：Achievement is C.Result 205 is filtered according to filter condition, it is raw
At No. 1 query result 206.Thus, it can be seen that will do it a large amount of unnecessary data during the data query of the prior art and read
It takes, reduces the query performance of database.In the prior art, in data base querying, common performance boost mode is to read
The stage of file content is taken to be filtered.Fig. 3 is a kind of flow chart of data filtering method of the prior art.As shown in figure 3, its
Steps are as follows：
Step 301, the statistical information for reading file.
Whether remaining data block is had in step 302, file.If so, thening follow the steps 303；If it is not, thening follow the steps 309.
Step 303, the statistical information for obtaining next data block.
Step 304 judges whether data block meets filter condition.If so, thening follow the steps 305；If it is not, thening follow the steps
302。
Step 305 judges whether there is remaining rows in data block.If so, thening follow the steps 306；If it is not, thening follow the steps
302。
Step 306, the next line for obtaining current data block.
Step 307 judges whether data line meets filter condition.If so, thening follow the steps 308；If it is not, thening follow the steps
306。
Current line is put into output listing by step 308.It gos to step 305 after executing the step 308, executes step
305。
Step 309 returns to output listing.
It filters and filters line by line by monolith as a result, and data are filtered, ignore the data for being unsatisfactory for filter condition, protect
The data of sufficient filter condition are filled with to output listing.Therefore, it is each directly to be acted on reading by the prior art for data filtering method
The stage of the content of a basic document and delta file, to reduce a large amount of unnecessary reading data.
Fig. 4 is a kind of schematic diagram of data query process that the data filtering method using the prior art is filtered.Such as
Shown in Fig. 4, when detecting data inquiry request, the delta file 202,2 of basic document 201,1 increment in reading database
File 203 and No. 3 delta files 204.Filter condition is generated according to data inquiry request：Achievement is C.According to filter condition pair
Basic document 201 is filtered, and generates No. 1 filter result 401.No. 2 delta files 203 are filtered according to filter condition,
Generate No. 2 filter results 402.To No. 1 filter result 402 of delta file 202,2 of filter result 401,1 and No. 3 increments
File 204 obtains result 403 after being read out.Result 403 is filtered according to filter condition, generates No. 2 query results
404.No. 2 query results 404 are sky.It is not identical as the result of correct No. 1 query result 206, as a result mistake.Wherein, No. 3 increasings
The modification operation for measuring file 204, has modified the row that internal line number is 2, allows to meet filter condition.But due to basic document
The initial data for the row that inside line number in 201 is 2 has been filtered, and can not restore the content of the row.
It follows that the data query process being filtered using the file filter method of the prior art is directly by filtering rod
Part acts directly on the stage for reading the content of each basic document and delta file, will be unable to the reality for confirming every row transaction table
Border content, may generation error query result.
The embodiment of the present invention passes through the number of targets determined in file destination by the delta file for including modification operation information
According to block, then the data block in file destination in addition to target data block is filtered according to filter condition, obtains filtering knot
Fruit, wherein file destination includes basic document or basic document and the first delta file；First delta file be only include
Increase the delta file of operation information；To the file in target data block and database in addition to file destination, directly read
It takes, obtains reading result；And it is for re-filtering to filter result and reading result according to filter condition, generate final inquiry knot
Fruit can solve the prior art and filter condition directly acted directly on to the content for reading each basic document and delta file
Stage, the caused actual content that can not confirm every row transaction table, may generation error query result the problem of.
For example, Fig. 5 is a kind of signal of data query process using data query method provided in an embodiment of the present invention
Figure.As shown in figure 5, data query method provided in this embodiment, when detecting data inquiry request, base in reading database
The delta file 203 of delta file 202,2 of plinth file 201,1 and No. 3 delta files 204.It is raw according to data inquiry request
At filter condition：Achievement is C.Basic document 201 is filtered according to filter condition, generates No. 3 filter results 501.According to
Filter condition is filtered No. 2 delta files 203, generates No. 4 filter results 502.To 501, No. 1 increments of No. 3 filter results
202, No. 4 filter results 502 of file and No. 3 delta files 204 are read out to obtain No. 3 reading results 503.According to filtering rod
Part is filtered No. 3 reading results 503, generates No. 3 query results 504.As shown in figure 5, No. 3 query results 504 and correct
No. 1 query result 206 result it is identical, as a result correctly.Pass through 201, No. 1 delta files of basic document in reading database
202, the stage of No. 2 delta files 203 and No. 3 delta files 204 is filtered basic document 201 according to filter condition,
No. 3 filter results 501 are generated, No. 2 delta files 203 are filtered according to filter condition, generate No. 4 filter results 502, are filtered
In addition to unnecessary data, while guaranteeing the correctness of query result, reduces unnecessary reading data, improve inquiry
Performance.
Fig. 6 is a kind of flow chart of data query method provided in an embodiment of the present invention.As shown in fig. 6, its step are as follows：
Step 601, the statistical information for reading basic document and delta file.
The corresponding internal line number range of each data column that step 602, statistics modification operation influence.
Step 603 judges whether there is remaining file.If so, thening follow the steps 604；If it is not, thening follow the steps 609.
Step 604, the next file of selection.
Step 605 judges whether file is basic document or the first delta file.If so, thening follow the steps 607；If it is not,
Then follow the steps 606.
Step 606 reads all data lines to output listing.It gos to step 603 after executing the step 606, executes step
Rapid 603.
Step 607 is filtered file according to the inside line number range that filter condition and statistics modification operation influence.
Step 608, reading meet the data line of filter condition to output listing.It gos to step after executing the step 608
608, execute step 608.
Step 609 merges the data line in output listing by internal line number.
It is step 610, for re-filtering according to filter condition, generate final query result.
It follows that can be carried out according to the inside line number range that filter condition and statistics modification operation influence to file
Filter while guaranteeing the correctness of query result, reduces unnecessary reading data, improves query performance.
Fig. 7 is a kind of flow chart of the data filtering method applied to data query process provided in an embodiment of the present invention.
As shown in fig. 7, its step are as follows：
Step 701 obtains file destination.
Step 702 judges whether there is remaining data block.If so, thening follow the steps 703；If it is not, thening follow the steps 709.
Step 703 obtains next data block.
Step 704 judges whether it is the target data block influenced by modification operation.If so, thening follow the steps 705；If
It is no, then follow the steps 706.
Step 705 reads all data lines of the data block to output listing.After completing step 705, return to step
702。
Step 706, the statistical information according to current data block, judge whether to meet filter condition.If so, thening follow the steps
707；If it is not, then returning to step 702.
Step 707 is filtered line by line.
Step 708, reading meet the data line of filter condition to output listing.After completing step 708, return to step
702。
Step 709, the reading for terminating current goal file.
Thus, it is possible to be filtered according to filter condition and modification operation to file, thus guaranteeing query result just
While true property, unnecessary reading data is reduced.
Fig. 8 is a kind of structural block diagram of data query device provided in an embodiment of the present invention.As shown in figure 8, the device packet
It includes：File destination obtains module 801, coverage determining module 802, file filter module 803 and query result generation module
804。
Wherein, file destination obtains module 801, for when detecting data inquiry request, according to data inquiry request
Filter condition is generated, and obtains the file destination in database, wherein file destination includes basic document or basic document
With the first delta file；First delta file is the delta file for only including increase operation information；Coverage determining module
802, for determining the target data block influenced in file destination by the second delta file, the second delta file be include modification
The delta file of operation information；File filter module 803, for according to filter condition in file destination remove target data block it
Outer data block is filtered, and obtains filter result；It is straight to the file in target data block and database in addition to file destination
It connects and is read out, obtain reading result；Query result generation module 804 is used for according to filter condition to filter result and reading
As a result for re-filtering, generate final query result.
A kind of data query device provided in this embodiment is influenced by determining in file destination by the second delta file
Target data block, the second delta file be include modify operation information delta file；According to filter condition to file destination
In data block in addition to target data block be filtered, obtain filter result；To in target data block and database remove target
File except file, is directly read out, and obtains reading result；According to filter condition to the filter result and the reading
As a result for re-filtering, final query result is generated, can be believed in the reading document stage of data query according to modification operation
Breath is filtered file, while guaranteeing the correctness of query result, reduces unnecessary reading data, improves inquiry property
Energy.
On the basis of the above embodiments, which can further include：
Statistical information obtains module, for obtaining when detecting in database there are when at least one second delta file
The statistical information of at least one the second delta file, statistical information include to need the maximum value of the inside line number for the data block modified
And minimum value；
Line number range determination module, for being directed to each second delta file, according to the maximum value of internal line number and most
Small value determines the inside line number range of data column corresponding with filter condition；
Total size determining module, for determining filtering according to the corresponding internal line number range of each second delta file
The inside line number total size of condition corresponding data column.
On the basis of the above embodiments, coverage determining module 802 may include：
First determination unit, for determining data block corresponding with internal line number total size from file destination, by data
Block is as the corresponding target data block of file destination.
On the basis of the above embodiments, which can further include：
File content obtains module, for obtaining when detecting in database there are when at least one second delta file
The file content of at least one the second delta file；
Internal line number determining module determines filter condition according to file content for being directed to each second delta file
The inside line number of corresponding data column；
Line number set determining module, for determining filter condition according to the corresponding internal line number of each second delta file
The inside line number set of corresponding data column.
On the basis of the above embodiments, coverage determining module 802 may include：
Second determination unit, for determining data block corresponding with internal line number set from file destination, by data block
As the corresponding target data block of file destination.
On the basis of the above embodiments, which can further include：
Filter condition splits module, for when detecting that filter condition contains at least two sub- filter condition, according to mistake
Filter condition is split at least two sub- filter conditions by the logical relation of filter condition.
On the basis of the above embodiments, file filter module 803 may include：
File filtering unit, for according at least two sub- filter conditions in file destination in addition to target data block
Data block is filtered, and obtains filter result.
On the basis of the above embodiments, query result generation module 804 may include：
It is for re-filtering to filter result and reading result according at least two sub- filter conditions, generate final inquiry knot
Fruit.
Fig. 9 is a kind of structural schematic diagram of equipment provided in an embodiment of the present invention.Fig. 9, which is shown, to be suitable for being used to realizing this hair
The block diagram of the example devices 912 of bright embodiment.The equipment 912 that Fig. 9 is shown is only an example, should not be to of the invention real
The function and use scope for applying example bring any restrictions.
As shown in figure 9, equipment 912 is showed in the form of universal computing device.The component of equipment 912 may include but unlimited
In：One or more processor or processing unit 916, system storage 928 connect different system components (including system
Memory 928 and processing unit 916) bus 918.
Bus 918 indicates one of a few class bus structures or a variety of, including memory bus or Memory Controller,
Peripheral bus, graphics acceleration port, processor or the local bus using any bus structures in a variety of bus structures.It lifts
For example, these architectures include but is not limited to industry standard architecture (ISA) bus, microchannel architecture (MAC)
Bus, enhanced isa bus, Video Electronics Standards Association (VESA) local bus and peripheral component interconnection (PCI) bus.
Equipment 912 typically comprises a variety of computer system readable media.These media can be it is any can be by equipment
The usable medium of 912 access, including volatile and non-volatile media, moveable and immovable medium.
System storage 928 may include the computer system readable media of form of volatile memory, such as deposit at random
Access to memory (RAM) 930 and/or cache memory 932.Equipment 912 may further include other removable/not removable
Dynamic, volatile/non-volatile computer system storage medium.Only as an example, storage system 934 can be used for read and write can not
Mobile, non-volatile magnetic media (Fig. 9 do not show, commonly referred to as " hard disk drive ").Although being not shown in Fig. 9, Ke Yiti
For the disc driver for being read and write to removable non-volatile magnetic disk (such as " floppy disk "), and to moving non-volatile light
The CD drive of disk (such as CD-ROM, DVD-ROM or other optical mediums) read-write.In these cases, each driver
It can be connected by one or more data media interfaces with bus 918.Memory 928 may include that at least one program produces
Product, the program product have one group of (for example, at least one) program module, these program modules are configured to perform of the invention each
The function of embodiment.
Program/utility 940 with one group of (at least one) program module 942, can store in such as memory
In 928, such program module 942 includes but is not limited to operating system, one or more application program, other program modules
And program data, it may include the realization of network environment in each of these examples or certain combination.Program module 942
Usually execute the function and/or method in embodiment described in the invention.
Equipment 912 can also be logical with one or more external equipments 914 (such as keyboard, sensing equipment, display 924 etc.)
Letter, can also be enabled a user to one or more equipment interact with the equipment 912 communicate, and/or with make the equipment 912
Any equipment (such as network interface card, modem etc.) that can be communicated with one or more of the other calculating equipment communicates.This
Kind communication can be carried out by input/output (I/O) interface 922.Also, equipment 912 can also by network adapter 920 with
One or more network (such as local area network (LAN), wide area network (WAN) and/or public network, such as internet) communication.Such as
Shown in figure, network adapter 920 is communicated by bus 918 with other modules of equipment 912.It should be understood that although not showing in figure
Out, other hardware and/or software module can be used with bonding apparatus 912, including but not limited to：It is microcode, device driver, superfluous
Remaining processing unit, external disk drive array, RAID system, tape drive and data backup storage system etc..
Processing unit 916 by the program that is stored in system storage 928 of operation, thereby executing various function application with
And data processing, such as realize data query method provided by the embodiment of the present invention.
That is, the processing unit 916 is realized when executing described program：When detecting data inquiry request, according to number
Filter condition is generated according to inquiry request, and obtains the file destination in database, wherein file destination includes basic document, or
Person's basic document and the first delta file；First delta file is the delta file for only including increase operation information；Determine target
The target data block influenced in file by the second delta file, the second delta file are the increment text for including modification operation information
Part；The data block in file destination in addition to target data block is filtered according to filter condition, obtains filter result；To mesh
The file in data block and database in addition to file destination is marked, is directly read out, obtains reading result；According to filter condition
It is for re-filtering to filter result and reading result, generate final query result.
The embodiment of the invention also provides a kind of computer readable storage mediums, are stored thereon with computer program, the meter
Data query method provided by the embodiment of the present invention is realized when calculation machine program is executed by processor.
The computer storage medium of the embodiment of the present invention, can be using any of one or more computer-readable media
Combination.Computer-readable medium can be computer-readable signal media or computer readable storage medium.It is computer-readable
Storage medium for example may be-but not limited to-the system of electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, device or
Device, or any above combination.The more specific example (non exhaustive list) of computer readable storage medium includes：Tool
There are electrical connection, the portable computer diskette, hard disk, random access memory (RAM), read-only memory of one or more conducting wires
(ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-
ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.In this document, computer-readable storage
Medium can be any tangible medium for including or store program, which can be commanded execution system, device or device
Using or it is in connection.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.
The program code for including on computer-readable medium can transmit with any suitable medium, including --- but it is unlimited
In wireless, electric wire, optical cable, RF etc. or above-mentioned any appropriate combination.
The computer for executing operation of the present invention can be write with one or more programming languages or combinations thereof
Program code, described program design language include object oriented program language-such as Java, Smalltalk, C++,
It further include conventional procedural programming language-such as " C " language or similar programming language.Program code can be with
It fully executes, partly execute on the user computer on the user computer, being executed as an independent software package, portion
Divide and partially executes or executed on a remote computer or server completely on the remote computer on the user computer.?
Be related in the situation of remote computer, remote computer can pass through the network of any kind --- including local area network (LAN) or
Wide area network (WAN)-be connected to subscriber computer, or, it may be connected to outer computer (such as mentioned using Internet service
It is connected for quotient by internet).
Note that the above is only a better embodiment of the present invention and the applied technical principle.It will be appreciated by those skilled in the art that
The invention is not limited to the specific embodiments described herein, be able to carry out for a person skilled in the art it is various it is apparent variation,
It readjusts and substitutes without departing from protection scope of the present invention.Therefore, although being carried out by above embodiments to the present invention
It is described in further detail, but the present invention is not limited to the above embodiments only, without departing from the inventive concept, also
It may include more other equivalent embodiments, and the scope of the invention is determined by the scope of the appended claims.
Claims (10)
1. a kind of data query method, which is characterized in that including：
When detecting data inquiry request, filter condition is generated according to the data inquiry request, and obtain in database
File destination, wherein file destination includes basic document or basic document and the first delta file；The first increment text
Part is the delta file for only including increase operation information；
Determine the target data block influenced in the file destination by the second delta file, the second delta file be include modification
The delta file of operation information；
The data block in the file destination in addition to the target data block is filtered according to the filter condition, is obtained
Filter result；To the file in the target data block and database in addition to the file destination, directly it is read out, obtains
Read result；
It is for re-filtering to the filter result and the reading result according to the filter condition, generate final inquiry knot
Fruit.
2. the method according to claim 1, wherein further including：
It is literary there are at least one described second increment when at least one second delta file, is obtained in the database when detecting
The statistical information of part, the statistical information include to need the maximum value and minimum value of the inside line number for the data block modified；
For each the second delta file, according to the maximum value of the internal line number and minimum value determination and the filter condition
The inside line number range of corresponding data column；
According to the corresponding internal line number range of each second delta file, the inside of the filter condition corresponding data column is determined
Line number total size.
3. according to the method described in claim 2, it is characterized in that, by the second increment text in the determination file destination
The target data block that part influences, including：
Data block corresponding with the inside line number total size is determined from the file destination, using the data block as described in
The corresponding target data block of file destination.
4. the method according to claim 1, wherein further including：
It is literary there are at least one described second increment when at least one second delta file, is obtained in the database when detecting
The file content of part；
For each the second delta file, the internal rows of the filter condition corresponding data column are determined according to the file content
Number；
The inside line number of the filter condition corresponding data column is determined according to the corresponding internal line number of each second delta file
Set.
5. according to the method described in claim 4, it is characterized in that, by the second increment text in the determination file destination
The target data block that part influences, including：
Data block corresponding with the inside line number set is determined from the file destination, using the data block as the mesh
Mark the corresponding target data block of file.
6. the method according to claim 1, wherein according to the filter condition to being removed in the file destination
Before data block except the target data block is filtered, further include：
It, will according to the logical relation of the filter condition when detecting that the filter condition contains at least two sub- filter condition
The filter condition splits at least two sub- filter conditions；
It is described that the data block in the file destination in addition to the target data block is filtered according to the filter condition,
It is filtered as a result, including：
According to described at least two sub- filter conditions to the data block in the file destination in addition to the target data block into
Row filtering, obtains filter result；
It is described for re-filtering to the filter result and the reading result according to the filter condition, generate final inquiry
As a result, including：
It is for re-filtering to the filter result and the reading result according to described at least two sub- filter conditions, it generates most
Whole query result.
The result obtained before is for re-filtering, generate final query result
7. a kind of data query device, which is characterized in that including：
File destination obtains module, for being generated and being filtered according to the data inquiry request when detecting data inquiry request
Condition, and obtain the file destination in database, wherein file destination includes that basic document or basic document and first increase
Measure file；First delta file is the delta file for only including increase operation information；
Coverage determining module, for determining the target data block influenced in the file destination by the second delta file,
Second delta file is the delta file for including modification operation information；
File filter module, for according to the filter condition to the number in the file destination in addition to the target data block
It is filtered according to block, obtains filter result；To the file in the target data block and database in addition to the file destination
It is directly read out, obtains reading result；
Query result generation module, for being carried out again according to the filter condition to the filter result and the reading result
Filtering, generates final query result.
8. device according to claim 7, which is characterized in that further include：
Statistical information obtains module, for obtaining when detecting in the database there are when at least one second delta file
The statistical information of at least one second delta file, the statistical information include to need the inside line number for the data block modified
Maximum value and minimum value；
Line number range determination module, for being directed to each second delta file, according to the maximum value of the internal line number and most
Small value determines the inside line number range of data column corresponding with the filter condition；
Total size determining module, for determining the filtering according to the corresponding internal line number range of each second delta file
The inside line number total size of condition corresponding data column.
9. a kind of equipment, which is characterized in that the equipment includes：
One or more processors；
Storage device, for storing one or more programs；
When one or more of programs are executed by one or more of processors, so that one or more of processors are real
Now such as data query method as claimed in any one of claims 1 to 6.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program quilt
Such as data query method as claimed in any one of claims 1 to 6 is realized when processor executes.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810771160.4A CN108920695B (en) | 2018-07-13 | 2018-07-13 | A kind of data query method, apparatus, equipment and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810771160.4A CN108920695B (en) | 2018-07-13 | 2018-07-13 | A kind of data query method, apparatus, equipment and storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN108920695A true CN108920695A (en) | 2018-11-30 |
| CN108920695B CN108920695B (en) | 2019-09-10 |
Family
ID=64411066
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810771160.4A Active CN108920695B (en) | 2018-07-13 | 2018-07-13 | A kind of data query method, apparatus, equipment and storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108920695B (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2024078122A1 (en) * | 2022-10-11 | 2024-04-18 | 北京奥星贝斯科技有限公司 | Database table scanning method and apparatus, and device |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20020133642A1 (en) * | 1997-02-21 | 2002-09-19 | Hitachi, Ltd. | Database processing method and apparatus using handle |
| CN107766574A (en) * | 2017-11-13 | 2018-03-06 | 天津开心生活科技有限公司 | Data query method and device, date storage method and device |
| CN108009207A (en) * | 2017-11-06 | 2018-05-08 | 东软集团股份有限公司 | Incremental data inquiry method and device, storage medium, electronic equipment |
| CN108256034A (en) * | 2018-01-11 | 2018-07-06 | 北京潘达互娱科技有限公司 | Data migration method and equipment |
-
2018
- 2018-07-13 CN CN201810771160.4A patent/CN108920695B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20020133642A1 (en) * | 1997-02-21 | 2002-09-19 | Hitachi, Ltd. | Database processing method and apparatus using handle |
| CN108009207A (en) * | 2017-11-06 | 2018-05-08 | 东软集团股份有限公司 | Incremental data inquiry method and device, storage medium, electronic equipment |
| CN107766574A (en) * | 2017-11-13 | 2018-03-06 | 天津开心生活科技有限公司 | Data query method and device, date storage method and device |
| CN108256034A (en) * | 2018-01-11 | 2018-07-06 | 北京潘达互娱科技有限公司 | Data migration method and equipment |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2024078122A1 (en) * | 2022-10-11 | 2024-04-18 | 北京奥星贝斯科技有限公司 | Database table scanning method and apparatus, and device |
Also Published As
| Publication number | Publication date |
|---|---|
| CN108920695B (en) | 2019-09-10 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107807982B (en) | Consistency checking method and device for heterogeneous database | |
| CN108519967A (en) | Chart method for visualizing, device, terminal and storage medium | |
| CN107122289A (en) | The method of system regression test, apparatus and system | |
| CN110990411B (en) | Data structure generation method and device, and calling method and device | |
| CN110333875A (en) | A kind of service routine update method, device, server and storage medium | |
| CN107451112B (en) | Form tool data checking method, device, terminal equipment and storage medium | |
| CN108874665A (en) | A kind of test result method of calibration, device, equipment and medium | |
| KR20190095099A (en) | Transaction system error detection method, apparatus, storage medium and computer device | |
| CN110515647A (en) | A kind of static resource management method, device, equipment and storage medium | |
| CN113384896A (en) | Unity-based resource packaging method, device, equipment and medium | |
| CN114676040A (en) | Test coverage verification method and device and storage medium | |
| CN109242320A (en) | Order allocation method, device, server and storage medium | |
| CN109218393A (en) | A kind of implementation method of push, device, equipment and computer storage medium | |
| CN108920695B (en) | A kind of data query method, apparatus, equipment and storage medium | |
| CN110502506A (en) | A kind of data processing method, device, equipment and storage medium | |
| CN109284108A (en) | Date storage method, device, electronic equipment and storage medium | |
| CN108876963A (en) | A kind of storage method, device, microprocessor and the storage medium of automobile log | |
| CN110286990B (en) | User interface display method, device, equipment and storage medium | |
| CN108399128A (en) | A kind of generation method of user data, device, server and storage medium | |
| CN110175128A (en) | A kind of similar codes case acquisition methods, device, equipment and storage medium | |
| CN110515758A (en) | A kind of Fault Locating Method, device, computer equipment and storage medium | |
| US6920593B2 (en) | Logical verification apparatus and method for memory control circuit | |
| CN111880803B (en) | Software construction method and device applied to multiple platforms | |
| CN115062571A (en) | Dynamic selection method, system, equipment and computer readable storage medium for data area of integrated circuit device | |
| CN106843895A (en) | Method, system and readable storage medium storing program for executing for processing request |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant | ||
| CP01 | Change in the name or title of a patent holder | ||
| CP01 | Change in the name or title of a patent holder |
Address after: 200233 11-12 / F, building B, 88 Hongcao Road, Xuhui District, Shanghai Patentee after: Star link information technology (Shanghai) Co.,Ltd. Address before: 200233 11-12 / F, building B, 88 Hongcao Road, Xuhui District, Shanghai Patentee before: TRANSWARP TECHNOLOGY (SHANGHAI) Co.,Ltd. |